{"id":"https://openalex.org/W3023909485","doi":"https://doi.org/10.3997/2214-4609-pdb.248.288","title":"Deterministic Versus Stochastic Discrete Fracture Network (DFN) Modeling, Application in a Heterogeneous Naturally Fractured Reservoir","display_name":"Deterministic Versus Stochastic Discrete Fracture Network (DFN) Modeling, Application in a Heterogeneous Naturally Fractured Reservoir","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W3023909485","doi":"https://doi.org/10.3997/2214-4609-pdb.248.288","mag":"3023909485"},"language":"en","primary_location":{"id":"doi:10.3997/2214-4609-pdb.248.288","doi":"https://doi.org/10.3997/2214-4609-pdb.248.288","is_oa":false,"landing_page_url":"https://doi.org/10.3997/2214-4609-pdb.248.288","pdf_url":null,"source":{"id":"https://openalex.org/S4306511249","display_name":"GEO 2010","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GEO 2010","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032288757","display_name":"Meyssam Travakkoli","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meyssam Travakkoli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003192975","display_name":"Saeed Khajoee","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saeed Khajoee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091583254","display_name":"Reza Malakooti","orcid":"https://orcid.org/0000-0002-6352-8027","observed_orcids":["https://orcid.org/0000-0002-6352-8027"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reza Malakooti","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5014337466","display_name":"Mohsen Safari Beidokhti","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohsen S. Beidokhti","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.3716000020503998,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.3716000020503998,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.2800000011920929,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13067","display_name":"Geological Modeling and Analysis","score":0.17249999940395355,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discrete-fracture-network","display_name":"discrete fracture network","score":0.949999988079071},{"id":"https://openalex.org/keywords/stochastic-fracture-modeling","display_name":"stochastic fracture modeling","score":0.996999979019165},{"id":"https://openalex.org/keywords/naturally-fractured-reservoirs","display_name":"naturally fractured reservoirs","score":0.8740000128746033},{"id":"https://openalex.org/keywords/carbonate-reservoirs","display_name":"carbonate reservoirs","score":0.9760000109672546},{"id":"https://openalex.org/keywords/fracture-sets","display_name":"fracture sets","score":0.8149999976158142},{"id":"https://openalex.org/keywords/dual-permeability-model","display_name":"dual-permeability model","score":0.8339999914169312},{"id":"https://openalex.org/keywords/history-matching","display_name":"history matching","score":0.7269999980926514},{"id":"https://openalex.org/keywords/seismic-attributes","display_name":"seismic attributes","score":0.625},{"id":"https://openalex.org/keywords/reservoir-characterization","display_name":"reservoir characterization","score":0.5440000295639038},{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"reservoir simulation","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.6589155793190002},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5555727481842041},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4150882363319397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40533196926116943},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.3124009370803833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2993912100791931},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1983177363872528}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3997/2214-4609-pdb.248.288","doi":"https://doi.org/10.3997/2214-4609-pdb.248.288","is_oa":false,"landing_page_url":"https://doi.org/10.3997/2214-4609-pdb.248.288","pdf_url":null,"source":{"id":"https://openalex.org/S4306511249","display_name":"GEO 2010","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GEO 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2370164046","https://openalex.org/W2372128047","https://openalex.org/W1469579047","https://openalex.org/W3211221000","https://openalex.org/W2084735214","https://openalex.org/W4392720502","https://openalex.org/W2309246834","https://openalex.org/W2525204351","https://openalex.org/W4387229864","https://openalex.org/W2371429044"],"abstract_inverted_index":{"Fracture":[0],"Modeling":[1],"is":[2,17,62,103,245],"a":[3,81,104,125,151,159,166,234,281],"multi-step":[4],"process":[5],"involving":[6],"several":[7],"disciplines":[8],"within":[9],"reservoir":[10,73,95,272],"characterization":[11],"and":[12,23,31,37,83,200,264,292],"simulation.":[13,240],"The":[14,57,143,212,268],"main":[15],"idea":[16],"to":[18,63,70],"build":[19],"on":[20],"geological":[21],"concepts":[22],"gathered":[24],"data":[25,36],"such":[26],"as":[27,45,53,150,158,170],"interpretation":[28],"of":[29,59,86,91,96,106,111,153,161,270],"faults":[30],"fractures":[32,61,132],"from":[33,165,208],"image":[34],"log":[35],"3D":[38,189,194,199,209],"seismic":[39,50,167,206,210],",":[40],"use":[41],"field":[42],"outcrop":[43],"studies":[44],"analogs":[46],"for":[47,232,247],"conceptual":[48],"models,":[49],"attributes":[51,207],"used":[52],"fracture":[54,87,101,126,129,137,145,215,220],"drivers,":[55],"etc.":[56],"purpose":[58],"modeling":[60,88,263],"create":[64],"simulation":[65,243,273],"properties":[66,186,228],"with":[67,277,289],"the":[68,72,112,119,188,193,218,227,253,271,293],"power":[69],"predict":[71],"behavior.":[74],"This":[75],"note":[76],"applies":[77],"DFN":[78,259,262,266,279,291],"concept":[79],"in":[80,89,187,192,198],"unique":[82],"comprehensive":[84],"study":[85],"one":[90,136],"naturally":[92],"fractured":[93],"carbonate":[94],"Middle":[97],"East.":[98],"A":[99,241],"Discrete":[100],"network":[102,130,216,221],"group":[105,152],"planes":[107],"representing":[108],"fractures.":[109,173],"Fractures":[110,174],"same":[113,120],"type":[114],"that":[115,229,275],"are":[116,122,147,230],"generated":[117],"at":[118,134],"time":[121],"grouped":[123],"into":[124,226],"set.":[127],"Each":[128],"containing":[131],"has":[133,280],"least":[135],"set":[138],"but":[139],"may":[140],"have":[141],"many.":[142],"simplest":[144],"sets":[146],"defined":[148,155,172,224],"deterministically":[149],"previously":[154,171],"fractures,":[156],"either":[157,181],"result":[160,283],"fault":[162],"plane":[163],"extraction":[164],"cube,":[168],"or":[169,185,237],"modeled":[175,204],"stochastically":[176],"can":[177,196,201],"be":[178,203],"described":[179],"statistically":[180],"using":[182,205,252],"numerical":[183],"input":[184],"grid.":[190],"Properties":[191],"grid":[195,250,257,294],"vary":[197],"easily":[202],"data.":[211],"Scale":[213],"up":[214],"converts":[217],"discrete":[219],"(with":[222],"its":[223],"properties)":[225],"essential":[231],"running":[233],"dual":[235,238],"porosity,":[236],"permeability":[239],"simple":[242],"model":[244],"developed":[246],"three":[248],"different":[249],"types,":[251],"software":[254],"ECLIPSE":[255],"100,":[256],"without":[258,295],"modeling,":[260],"deterministic":[261],"stochastic":[265],"modeling.":[267],"results":[269],"indicate":[274],"case":[276],"Stochastic":[278],"better":[282],"(history":[284],"match)":[285],"rather":[286],"than":[287],"cases":[288],"Deterministic":[290],"DFN.":[296]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2020-05-13T00:00:00"}